Shreshth Tuli

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Giuliano CasaleDepartment of Computing, Imperial College LondonAdresă de e-mail confirmată pe imperial.ac.uk
Sukhpal Singh GillQueen Mary University of London, UKAdresă de e-mail confirmată pe qmul.ac.uk
Nick JenningsVice-Chancellor and President, Loughborough UniversityAdresă de e-mail confirmată pe lboro.ac.uk
Shikhar TuliApple, Princeton UniversityAdresă de e-mail confirmată pe princeton.edu
Rajkumar BuyyaSchool of Computing and Information Systems, The Uni of Melbourne; Fellow of IEEE & Academia EuropeaAdresă de e-mail confirmată pe unimelb.edu.au
RAKESH TULICSIR-NBRI Lucknow, DBT-NABI Mohali, Panjab University ChandigarhAdresă de e-mail confirmată pe pu.ac.in
Rohan PaulIndian Institute of Technology DelhiAdresă de e-mail confirmată pe cse.iitd.ac.in
Schahram DustdarProfessor of Computer Science, Member of Academia Europaea, IEEE|EAI|AAIA Fellow, TU Wien, AustriaAdresă de e-mail confirmată pe dsg.tuwien.ac.at
Steve UhligProfessor of Networks & Head of School, EECS, Queen Mary University of LondonAdresă de e-mail confirmată pe eecs.qmul.ac.uk
Bahman JavadiFull Professor, Western Sydney UniversityAdresă de e-mail confirmată pe uws.edu.au
Feng YanUniversity of HoustonAdresă de e-mail confirmată pe central.uh.edu
Ludmila (Lucy) CherkasovaPrincipal Researcher, ARM Research (also known as Lucy Cherkasova)Adresă de e-mail confirmată pe arm.com
Niraj JhaProfessor of Electrical and Computer Engineering,Princeton UniversityAdresă de e-mail confirmată pe princeton.edu
Preeti Ranjan PandaProfessor in Computer Science and Engineering, Indian Institute of Technology DelhiAdresă de e-mail confirmată pe cse.iitd.ac.in
Mark HarmanResearch Scientist at Meta & Professor of Software Engineering at UCLAdresă de e-mail confirmată pe ucl.ac.uk
Kinga BojarczukFacebookAdresă de e-mail confirmată pe fb.com
Natalija GucevskaAdresă de e-mail confirmată pe fb.com
Xiao-Yu WangResearch ScientistAdresă de e-mail confirmată pe meta.com
Manuel RoveriPolitecnico di Milano, ItalyAdresă de e-mail confirmată pe elet.polimi.it
Sayan RanuIIT DelhiAdresă de e-mail confirmată pe iitd.ac.in

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Shreshth Tuli

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Deep Learning Internet of Things Edge Computing Cloud Computing Robotics


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HealthFog: An ensemble deep learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in integrated IoT and fog computing environments S Tuli, N Basumatary, SS Gill, M Kahani, RC Arya, GS Wander, R Buyya Future Generation Computer Systems 104, 187-200, 2020	710	2020
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data S Tuli, G Casale, NR Jennings Proceedings of VLDB 15 (6), 1201-1214, 2022	592	2022
Predicting the growth and trend of COVID-19 pandemic using machine learning and cloud computing S Tuli, S Tuli, R Tuli, SS Gill Internet of things 11, 100222, 2020	546	2020
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges SS Gill, S Tuli, M Xu, I Singh, KV Singh, D Lindsay, S Tuli, D Smirnova, ... Internet of Things 8, 100118, 2019	521	2019
Fogbus: A blockchain-based lightweight framework for edge and fog computing S Tuli, R Mahmud, S Tuli, R Buyya Journal of Systems and Software 154, 22-36, 2019	419	2019
Dynamic scheduling for stochastic edge-cloud computing environments using A3C learning and residual recurrent neural networks S Tuli, S Ilager, K Ramamohanarao, R Buyya IEEE Transactions on Mobile Computing, 2020	247	2020
Next generation technologies for smart healthcare: Challenges, vision, model, trends and future directions S Tuli, S Tuli, G Wander, P Wander, SS Gill, S Dustdar, R Sakellariou, ... Internet technology letters 3 (2), e145, 2020	119	2020
HunterPlus: AI based energy-efficient task scheduling for cloud–fog computing environments S Iftikhar, MMM Ahmad, S Tuli, D Chowdhury, M Xu, SS Gill, S Uhlig Internet of Things 21, 100667, 2023	109	2023
COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments S Tuli, S Poojara, SN Srirama, G Casale, NR Jennings IEEE Transactions on Parallel and Distributed Systems, 2021	107	2021
EdgeLens: Deep Learning based Object Detection in Integrated IoT, Fog and Cloud Computing Environments S Tuli, N Basumatary, R Buyya Proceedings of the 4th IEEE International Conference on Information Systems …, 2019	99	2019
HUNTER: AI based holistic resource management for sustainable cloud computing S Tuli, SS Gill, M Xu, P Garraghan, R Bahsoon, S Dustdar, R Sakellariou, ... Journal of Systems and Software 184, 111-124, 2022	88	2022
ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments SS Gill, S Tuli, AN Toosi, F Cuadrado, P Garraghan, R Bahsoon, ... Journal of Systems and Software 166, 110596, 2020	58	2020
AI augmented Edge and Fog computing: Trends and challenges S Tuli, F Mirhakimi, S Pallewatta, S Zawad, G Casale, B Javadi, F Yan, ... Journal of Network and Computer Applications 216, 103648, 2023	55	2023
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing S Tuli, G Casale, NR Jennings IEEE International Conference on Computer Communications (INFOCOM), 2022	53	2022
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems S Tuli, G Casale, NR Jennings IEEE Transactions on Parallel and Distributed Systems, 2022	43	2022
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges. Internet of Things, 8, 100118 SS Gill, S Tuli, M Xu, I Singh, KV Singh, D Lindsay, S Tuli, D Smirnova, ... DOI: https://doi. org/10.1016/j. iot, 2019	42	2019
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments S Tuli, G Casale, NR Jennings IEEE Transactions on Parallel and Distributed Systems, 2022	36	2022
START: Straggler prediction and mitigation for cloud computing environments using encoder lstm networks S Tuli, SS Gill, P Garraghan, R Buyya, G Casale, N Jennings IEEE Transactions on Services Computing, 2021	35	2021
Shared data-aware dynamic resource provisioning and task scheduling for data intensive applications on hybrid clouds using Aneka S Tuli, R Sandhu, R Buyya Future Generation Computer Systems 106, 595-606, 2020	32	2020
SplitPlace: AI augmented splitting and placement of large-scale neural networks in mobile edge environments S Tuli, G Casale, NR Jennings IEEE Transactions on Mobile Computing 22 (9), 5539-5554, 2022	28	2022

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